Which degrees give the most financial rewards?

Interesting research from IFS looking at early career rewards from obtaining a degree.  It focuses upon  overall average impact of attending HE on earnings at age 29, taking into account previous characteristics pre-university.  Interestingly women often earn more in the first few years than men but later in life they fall behind due to career breaks.